Introduction I’ve been looking for an all-in-one place to explain how to start from nothing to having a GPU-accelerated machine learning platform that runs RStudio Server with TensorFlow through reticulate. In this post, I will explain how to… Set up an EC2 instance in AWS with GPU capabilities Install RStudio Server with the latest versions of R Install the correct versions of Python with Recitulate Install TensorFlow and Keras to run deep learning models Set up an EC2 instance Log in to AWS For a new account, select “Root User”.